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Dopamine builds and reveals reward-associated latent behavioral attractors

Jérémie Naudé (), Matthieu X. B. Sarazin, Sarah Mondoloni, Bernadette Hannesse, Eléonore Vicq, Fabrice Amegandjin, Alexandre Mourot, Philippe Faure () and Bruno Delord ()
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Jérémie Naudé: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Matthieu X. B. Sarazin: CNRS
Sarah Mondoloni: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Bernadette Hannesse: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Eléonore Vicq: ESPCI Paris; PSL Research University
Fabrice Amegandjin: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Alexandre Mourot: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Philippe Faure: Neuroscience Paris Seine; Institut de Biologie Paris Seine (NPS - IBPS)
Bruno Delord: CNRS

Nature Communications, 2024, vol. 15, issue 1, 1-15

Abstract: Abstract Phasic variations in dopamine levels are interpreted as a teaching signal reinforcing rewarded behaviors. However, behavior also depends on the motivational, neuromodulatory effect of phasic dopamine. In this study, we reveal a neurodynamical principle that unifies these roles in a recurrent network-based decision architecture embodied through an action-perception loop with the task space, the MAGNet model. Dopamine optogenetic conditioning in mice was accounted for by an embodied network model in which attractors encode internal goals. Dopamine-dependent synaptic plasticity created “latent” attractors, to which dynamics converged, but only locally. Attractor basins were widened by dopamine-modulated synaptic excitability, rendering goals accessible globally, i.e. from distal positions. We validated these predictions optogenetically in mice: dopamine neuromodulation suddenly and specifically attracted animals toward rewarded locations, without off-target motor effects. We thus propose that motivational dopamine reveals dopamine-built attractors representing potential goals in a behavioral landscape.

Date: 2024
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DOI: 10.1038/s41467-024-53976-x

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